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Indirect Reciprocity Game Simulation on Infinite-Horizon Indirect Reciprocity Game

100Cooperation RatioALIGN (DeepSeek-V3.1 Reasoner)
13.6836.0958.580.91Feb 8, 2026

Evaluation results

MethodLinks
ALIGN (DeepSeek-V3.1 Reasoner)Agent Type=Reasoning Models, Backbone=DeepSeek-V3.1 Reasoner2026.021004415.760
ALIGN (GPT-4o Mini)Agent Type=Chat Models, Backbone=GPT-4o Mini2026.02953.63.814.970.03
ALIGN (o4-mini)Agent Type=Reasoning Models, Backbone=o4-mini2026.02953.63.814.970.04
ALIGN (Kimi-K2-Instruct)Agent Type=Reasoning Models, Backbone=Kimi-K2-Instruct2026.02701.62.811.040.18
ALIGN (DeepSeek-V3.1 Chat)Agent Type=Chat Models, Backbone=DeepSeek-V3.1 Chat2026.02681.42.710.630.2
ALIGN (Qwen3-235B-Instruct)Agent Type=Reasoning Models, Backbone=Qwen3-235B-Instruct2026.0249-0.11.957.660.19
ALIGN (Gemini 2.5 Flash-Lite)Agent Type=Chat Models, Backbone=Gemini 2.5 Flash-Lite2026.0223-2.20.93.550.35
ALIGN (LLaMA 4 Maverick)Agent Type=Chat Models, Backbone=LLaMA 4 Maverick2026.0217-2.60.72.750.87